classification analysis
[/ˌklæsɪfɪˈkeɪʃən əˈnæləsɪs/]
nounfemininepl: classification analyses
análise de classificação
1. A systematic examination or study of data to organize, categorize, or assign items into distinct classes or groups based on specific criteria or characteristics
The classification analysis revealed three distinct customer segments based on purchasing behavior.
A análise de classificação revelou três segmentos de clientes distintos com base no comportamento de compra.
2. A statistical or computational method used in machine learning and data science to evaluate the performance and accuracy of classification models
The classification analysis showed that the model achieved 95% accuracy on the test dataset.
A análise de classificação mostrou que o modelo alcançou 95% de precisão no conjunto de dados de teste.
3. The process of examining and interpreting results from classification experiments or studies
Our classification analysis of the survey responses identified key themes in customer satisfaction.
Nossa análise de classificação das respostas da pesquisa identificou temas-chave na satisfação do cliente.
This term is widely used in Brazilian business and academic contexts, particularly in fields like machine learning, market research, and quality management. It reflects the growing importance of data science and analytics in modern organizational decision-making. In the USA, the term is standard in technical and scientific literature.
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